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AI-Based Control Scheme for Resilient Grid-Forming Inverters Under DC Link Voltage Disturbances 直流链路电压扰动下基于人工智能的弹性成网逆变器控制方案
IF 4.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-24 DOI: 10.1109/OJIES.2025.3625471
Reza Behnam;Uzair Asif;Mohammad B. Shadmand
For the integration of distributed energy resources into the power grid, grid-forming inverters (GFMIs) play a key role due to their voltage support capability. However, the low-inertia inverter-based generation can pose stability challenges to the power system. One of the major challenges is the dynamic behavior of GFMIs when subjected to disturbances and irregularities, including disturbances in dc link voltage. Most of the existing studies do not consider the dc link voltage variations for GFMIs, overlooking the impact of their sudden fluctuations on the system performance. This article proposes a decentralized control approach that uses a neural network-based method to dynamically adjust the inertia and damping coefficient of the virtual synchronous generator in real time for improving the dynamic response of GFMIs to dc link voltage disturbances. The effectiveness of the proposed approach is validated through various case studies on a 9-bus, four-GFMI test system in MATLAB/Simulink. Furthermore, experimental hardware results also validate the effectiveness of the proposed approach.
在分布式能源并网过程中,成网逆变器的电压支撑能力起着至关重要的作用。然而,低惯量逆变器发电对电力系统的稳定性提出了挑战。其中一个主要的挑战是gfmi在受到干扰和不规则时的动态行为,包括直流链路电压的干扰。现有的研究大多没有考虑gfmi直流链路电压的变化,忽略了它们的突然波动对系统性能的影响。本文提出了一种分散控制方法,利用基于神经网络的方法实时动态调整虚拟同步发电机的惯性和阻尼系数,以改善gfmi对直流链路电压扰动的动态响应。通过MATLAB/Simulink中的9总线四gfmi测试系统的各种案例研究,验证了所提方法的有效性。此外,硬件实验结果也验证了该方法的有效性。
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引用次数: 0
Optimal Configuration and Coordinated Scheduling of Hybrid Inverter-Based Energy Sources in Large-Scale Green Management Systems 大型绿色管理系统中基于混合逆变器的能源优化配置与协调调度
IF 4.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-22 DOI: 10.1109/OJIES.2025.3624462
Muntathir Al Talaq;Muhammad Bakr Abdelghany;Ahmed Al-Durra;Hatem H. Zeineldin;Tarek H. M. EL-Fouly
The increasing penetration of inverter-based renewable energy sources (IBRs), such as wind turbines and photovoltaic systems, offers an environmentally sustainable and cost-effective solution for achieving net-zero emissions. However, integrating these systems into power grids poses significant challenges in maintaining a reliable power supply, particularly due to the operational characteristics of IBRs. IBR control strategies are typically classified into two configurations: GFM and grid-following control (GFL). This article proposes a novel optimization framework for the strategic allocation of IBRs and the selection of their control configurations, ensuring both cost-effective placement and system stability. A two-stage optimization approach is employed: the first stage optimizes IBR placement, quantity, and dispatched power to minimize total power losses and enhance network efficiency, while the second stage determines the optimal inverter configuration to improve dynamic stability, supporting the development of resilient and decarbonized energy networks. The proposed methodology is validated on a modified IEEE 38-bus system, representing a future grid scenario with a high share of IBRs. The results indicate that the GFM inverters should be connected to the main feeder connected to the weak grid, whereas the GFL inverters are best suited for branch feeders. Furthermore, the optimal placement of the GFM inverters is influenced by the network topology and loading conditions, highlighting the adaptability of the proposed framework to varying grid configurations.
基于逆变器的可再生能源(IBRs)的日益普及,如风力涡轮机和光伏系统,为实现净零排放提供了环境可持续和经济有效的解决方案。然而,将这些系统集成到电网中对维持可靠的电力供应提出了重大挑战,特别是由于ibr的运行特性。IBR控制策略通常分为两种:GFM和网格跟随控制(GFL)。本文提出了一种新的优化框架,用于ibr的战略配置和控制配置的选择,以确保成本效益和系统稳定性。采用两阶段优化方法:第一阶段优化IBR的布局、数量和调度功率,以最大限度地减少总功率损耗,提高电网效率;第二阶段确定逆变器的最佳配置,以提高动态稳定性,支持弹性和脱碳能源网络的发展。提出的方法在改进的IEEE 38总线系统上进行了验证,该系统代表了具有高ibr份额的未来电网场景。结果表明,GFM逆变器应连接到连接弱电网的主馈线,而GFL逆变器最适合连接到分支馈线。此外,GFM逆变器的最佳位置受网络拓扑结构和负载条件的影响,突出了所提出的框架对不同电网配置的适应性。
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引用次数: 0
Methodology for Distributed Optimization of Flexible Energy Resources Through Semi-Automated Model Transformation and Deployment 基于半自动化模型转换与部署的柔性能源分布式优化方法
IF 4.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-20 DOI: 10.1109/OJIES.2025.3623250
Vincent Henkel;Lukas Peter Wagner;Maximilian Kilthau;Felix Gehlhoff;Alexander Fay
Effectively utilizing flexible energy resources requires optimizing their operation over time to balance dynamic demand and fluctuating supply from volatile renewable sources. Traditionally, this has been achieved through centralized optimization models, which suffer from scalability limitations, single points of failure, and limited flexibility when applied to decentralized and dynamically changing environments. Distributed models offer a promising alternative, providing enhanced flexibility, robustness, and computational efficiency by enabling parallel processing and reducing coordination delays. Thus, this work presents a methodology for the semi-automated transformation of centralized optimization models into distributed architectures, leveraging containerized multiagent systems to achieve scalable and efficient optimization across multiple computing units. A case study involving 120 electrolyzers distributed across up to five optimization agents, including both homogeneous and heterogeneous configurations, demonstrates that the distributed approach accelerates computation time by a factor up to 27.42 compared to a centralized model while accepting a solution quality deviation of only 2.2%. The optimization integrates site-wide and real-time optimization, ensuring adaptability to fluctuating renewable energy availability and improving system resilience. This combination enables long-term strategic planning while allowing real-time adjustments to maximize renewable energy utilization. The findings highlight the benefits of distributed optimization in modular energy systems and confirm that containerized multiagent architectures enhance scalability and computational efficiency, making the approach well-suited for real-world applications in decentralized and modular energy networks.
有效利用灵活的能源资源需要随着时间的推移优化其运行,以平衡动态需求和波动的可再生能源的波动供应。传统上,这是通过集中式优化模型实现的,当应用于分散和动态变化的环境时,这种模型存在可伸缩性限制、单点故障和有限的灵活性。分布式模型提供了一个很有前途的替代方案,通过支持并行处理和减少协调延迟,提供了增强的灵活性、健壮性和计算效率。因此,这项工作提出了一种将集中式优化模型半自动化转换为分布式架构的方法,利用容器化多代理系统实现跨多个计算单元的可扩展和高效优化。一个案例研究涉及120台电解槽,分布在多达5个优化代理中,包括均匀和非均匀配置,结果表明,与集中式模型相比,分布式方法可将计算时间加快27.42倍,而溶液质量偏差仅为2.2%。优化集成了站点范围和实时优化,确保了对波动的可再生能源可用性的适应性,提高了系统的弹性。这种组合可以实现长期战略规划,同时允许实时调整,以最大限度地提高可再生能源的利用率。研究结果强调了模块化能源系统中分布式优化的好处,并证实了容器化多智能体架构提高了可扩展性和计算效率,使该方法非常适合分散和模块化能源网络中的实际应用。
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引用次数: 0
Securing Virtual Power Plants: Attack Vector Analysis of Cybersecurity Vulnerabilities in Ancillary Grid Services 保护虚拟电厂:辅助电网服务网络安全漏洞的攻击向量分析
IF 4.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-16 DOI: 10.1109/OJIES.2025.3622528
Afroz Mokarim;Giovanni Battista Gaggero;Mario Marchese
Virtual power plants (VPPs) have emerged as critical infrastructure for grid stability, aggregating diverse Distributed energy resources (DERs) to provide essential ancillary services, including frequency regulation, voltage support, and emergency response capabilities. However, the technical requirements that enable VPPs to deliver these time-critical services simultaneously create unique cybersecurity vulnerabilities that distinguish them from traditional power generation and conventional smart grid systems. This article establishes systematic connections between VPP technical requirements and cybersecurity threats through the integrated application of NIST and MITRE frameworks. The objective is to reveal critical threats specifically pertaining to ancillary services, comprehensive attack vector classification using MITRE ATT&CK techniques adapted for VPP environments, and mitigation strategies that maintain operational performance while addressing identified vulnerabilities.
虚拟发电厂(vpp)已经成为电网稳定的关键基础设施,聚集了各种分布式能源(der),提供必要的辅助服务,包括频率调节、电压支持和应急响应能力。然而,使vpp能够同时提供这些时间关键型服务的技术要求产生了独特的网络安全漏洞,使其与传统发电和传统智能电网系统区分开来。本文通过NIST和MITRE框架的集成应用,建立VPP技术需求与网络安全威胁之间的系统联系。目标是揭示与辅助服务相关的关键威胁,使用适用于VPP环境的MITRE ATT&CK技术进行全面的攻击向量分类,以及在解决已识别漏洞的同时保持运营性能的缓解策略。
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引用次数: 0
Dynamic Fast-Charging Control With Age-Aware BMS for Enhanced Safety and Efficiency in Li-ion Batteries 基于年龄感知的BMS动态快速充电控制提高锂离子电池的安全性和效率
IF 4.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-14 DOI: 10.1109/OJIES.2025.3621471
Mohammad Qasem;Yazan Yassin;Mariana Haddadin;Stoyan Stoyanov;Said Al-Hallaj;Mahesh Krishnamurthy
Conventional fast-charging methods for lithium-ion batteries (LIBs) face challenges in balancing charging speed, adverse side reactions, and battery degradation. This research introduces a novel dynamic fast-charging control approach incorporated into an age-aware battery management system. The proposed system utilizes a simplified electrochemical model and integrates closed-loop observers to detect lithium plating and solid electrolyte interphase (SEI) growth, allowing real-time updates to charging profiles depending on battery states such as the state of charge (SoC), state of health, and temperature. Experimental validation is conducted using NMC811 LIB cells arranged in a 4S9P pack configuration at ambient temperatures of 25 $^{circ }$C and 0 $^{circ }$C to meet the operational requirements of electric vertical take-off and landing (eVTOL) applications. The results indicate that the dynamic fast-charging controller achieves an 80% SoC in less than 28 min while avoiding lithium plating and excessive SEI growth, enhancing battery longevity by 25.2% and 8.8% compared to constant-current–constant-voltage (CC–CV) and multi-constant current (MCC)–CV, respectively, and reducing internal impedance growth by 45% and 15%. These enhancements ensure safe operation and consistent performance in high-power, low-temperature conditions, where traditional techniques often fail. This study highlights the feasibility of the dynamic charging technique for real-world applications, improving economic efficiency and reliability in eVTOL operations.
传统的锂离子电池快速充电方法在平衡充电速度、不良反应和电池退化方面面临挑战。本研究提出了一种新的动态快速充电控制方法,并将其整合到年龄感知电池管理系统中。该系统采用简化的电化学模型,并集成闭环观察器来检测锂镀层和固体电解质界面(SEI)的生长,允许根据电池状态(如充电状态(SoC)、健康状态和温度)实时更新充电曲线。在25 $^{circ}$C和0 $^{circ}$C的环境温度下,采用4S9P电池组配置的NMC811 LIB电池进行了实验验证,以满足电动垂直起降(eVTOL)应用的操作要求。结果表明,动态快速充电控制器在28 min内实现了80%的SoC,同时避免了锂电镀和SEI过度增长,与恒流恒压(CC-CV)和多恒流恒压(MCC) -CV相比,电池寿命分别提高了25.2%和8.8%,内阻抗增长分别降低了45%和15%。这些增强功能确保了在大功率、低温条件下的安全运行和一致的性能,而传统技术往往在这些条件下失效。该研究强调了动态充电技术在实际应用中的可行性,提高了eVTOL操作的经济效率和可靠性。
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引用次数: 0
A Common Ground Buck–Boost PFC Converter With Quadratic Voltage Gain Ratio and Integrated Active Power Decoupling Capabilities 具有二次增益比和集成有源功率解耦能力的接地压升压PFC变换器
IF 4.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-14 DOI: 10.1109/OJIES.2025.3621244
Maryam Pourmahdi;Hamed Heydari-Doostabad;Terence O’Donnell
This article presents a new high-voltage-gain, common-ground power factor correction (PFC) active rectifier. The proposed power converter offers several advantages, including a quadratic voltage gain ratio that surpasses both common-ground and noncommon-ground buck–boost PFC converters. It also incorporates an integrated active power decoupling method to reduce the size of the dc-link capacitor. The design ensures continuous input current for high-quality input power, while utilizing only five switches. With a common ground between the input ac source and the output dc load, the converter effectively mitigates electromagnetic interference (EMI) associated with rapid voltage changes, thereby reducing the need for EMI common-mode filtering. Furthermore, a new two-loop deadbeat control system is introduced to efficiently regulate both the inner and outer control loops. Experimental results from a 500 W prototype validate the rectifier’s performance in both step-down and step-up ac–dc power conversion. Operating from a 110 Vrms input, the prototype achieves 80 Vdc and 180 Vdc outputs, with peak efficiencies of 97.0% and 96.9%, respectively.
本文介绍了一种新型高压增益、共地功率因数校正(PFC)有源整流器。提出的功率转换器具有几个优点,包括二次电压增益比,超过共地和非共地降压升压PFC转换器。它还采用了一种集成的有源功率去耦方法,以减小直流链路电容器的尺寸。该设计确保了高质量输入电源的连续输入电流,同时仅使用五个开关。在输入交流源和输出直流负载之间有一个共地,转换器有效地减轻了与快速电压变化相关的电磁干扰(EMI),从而减少了对EMI共模滤波的需要。此外,还引入了一种新的双环无差拍控制系统,可以有效地调节内外环。500w样机的实验结果验证了整流器在降压和升压交直流功率转换中的性能。该样机的输入电压为110伏,输出电压为80伏和180伏,峰值效率分别为97.0%和96.9%。
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引用次数: 0
Modeling of Magnetization Processes of 3-D-Printed Fe–Si Components by Means of an Artificial Neural Network Implemented in a Finite-Element Scheme 三维打印铁硅元件磁化过程的有限元人工神经网络建模
IF 4.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-13 DOI: 10.1109/OJIES.2025.3620857
Marco Stella;Antonio Faba;Vittorio Bertolini;Francesco Riganti-Fulginei;Lorenzo Sabino;Hans Tiismus;Ants Kallaste;Ermanno Cardelli
Presently, iron–silicon (Fe–Si) alloys are considered the optimal materials for the fabrication of magnetic cores for electric motors. Additive manufacturing (AM) facilitates the fabrication of Fe–Si alloys with elevated silicon concentrations, highly advantageous to limit the electric conductivity and maximize the magnetic permeability. Given the novelty of the approach, there is a paucity of research on hysteresis modeling and simulations of components fabricated by AM. In this article, the focus is on a Fe–Si 3.7% wt Si fabricated by AM. The hysteresis has been modeled by means of an artificial neural network (ANN) trained on the quasi-static (1 Hz) hysteresis loops measured using the volt-amperometric experimental setup on the bulk material, a full-section toroid. The trained ANN is subsequently implemented in a finite-element method (FEM) software to simulate the hysteresis on a material sample with air gaps and at higher frequencies never seen in the training phase. This work demonstrates, for the first time, the robust predictive capability of an ANN–FEM framework. A key contribution is the validation of the model under purely predictive conditions, using a geometry and frequency range entirely unseen during training. The simulated results have been compared with measurements and with results obtained with the classical Jiles–Atherton (JA) model. The correlation between the ANN results and the experimental data is substantial, consistent with the JA results, and in certain instances, superior.
目前,铁硅(Fe-Si)合金被认为是制造电机磁芯的最佳材料。增材制造(AM)促进了高硅浓度Fe-Si合金的制造,对限制电导率和最大化磁导率非常有利。由于该方法的新颖性,对增材制造部件的迟滞建模和仿真研究较少。在本文中,重点是通过AM制造的Fe-Si 3.7% wt Si。利用伏安实验装置在块状材料(全截面环面)上测量的准静态(1hz)磁滞回线训练了人工神经网络(ANN),建立了磁滞回线模型。训练后的人工神经网络随后在有限元方法(FEM)软件中实现,以模拟具有气隙的材料样品上的滞回,并且在训练阶段从未见过更高的频率。这项工作首次证明了ANN-FEM框架的鲁棒预测能力。一个关键的贡献是在纯预测条件下验证模型,使用在训练中完全看不见的几何形状和频率范围。将模拟结果与测量结果以及经典Jiles-Atherton (JA)模型的结果进行了比较。人工神经网络结果与实验数据之间的相关性是实质性的,与JA结果一致,在某些情况下,甚至更好。
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引用次数: 0
Robust Decentralized PI Controller Design for Permanent Magnet Synchronous Generator 永磁同步发电机鲁棒分散PI控制器设计
IF 4.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-03 DOI: 10.1109/OJIES.2025.3617573
Aditya Kumar;Shiv Prakash;Sandip Ghosh;N. K. Swami Naidu;Pawel Dworak
This article considers the problem of controller design for a grid-connected wind energy conversion system (WECS) employing a variable-speed permanent magnet synchronous generator (PMSG). The system architecture comprises of two back-to-back converters connecting the PMSG to the grid. The variable-speed control of the PMSG using the machine-side converter employs a multi-input multioutput (MIMO) inner-loop current control. Although there are sophisticated control strategies to address MIMO design requirements, their practical deployment is often hindered by implementation complexity and computational demands for higher order controllers. In contrast, conventional proportional–integral (PI) controllers remain attractive for embedded applications because of their simplicity and easy hardware realizability. However, traditional PI control approaches rely on current-loop decoupling through feedforward compensation and thereby design in the single-input single-output framework, leading to suboptimal performances. To overcome this, a MIMO control design framework is proposed that explicitly considers the coupling in the system model. The controller design employs a two-stage approach: 1) designing the decentralized inner-loop current controllers in a MIMO framework and then 2) the outer-loop speed controller design. The structured PI controller requires the controller to be designed in a static output feedback framework. Simple weight functions in $H_{infty }$ robust control framework are chosen for the current-loop controller design to simplify the output feedback design criterion. While achieving robustness to disturbance rejection, the simultaneous regional pole placement criterion is used to ensure well-damped transient responses. Experiments on a laboratory-scale PMSG-based WECS validate the effectiveness of the proposed control design method that outperforms conventionally designed PI controllers in both transient and steady-state performances.
本文研究了采用变速永磁同步发电机并网风能转换系统的控制器设计问题。系统架构由两个背靠背转换器组成,将PMSG连接到电网。采用机侧变换器的PMSG变速控制采用多输入多输出(MIMO)内环电流控制。虽然有复杂的控制策略来解决MIMO设计要求,但它们的实际部署往往受到实现复杂性和高阶控制器计算需求的阻碍。相比之下,传统的比例积分(PI)控制器由于其简单性和易于硬件实现而对嵌入式应用仍然具有吸引力。然而,传统的PI控制方法依赖于通过前馈补偿的电流环解耦,因此设计在单输入单输出框架中,导致性能不佳。为了克服这一问题,提出了一种明确考虑系统模型耦合的MIMO控制设计框架。控制器设计采用两阶段方法:1)在MIMO框架中设计分散的内环电流控制器,然后2)外环速度控制器设计。结构化PI控制器要求在静态输出反馈框架中设计控制器。电流环控制器设计采用$H_{infty }$鲁棒控制框架中的简单权函数,以简化输出反馈设计准则。在实现鲁棒性抗扰的同时,采用同步区域极点放置准则确保瞬态响应阻尼良好。在实验室规模的基于pmmsg的wcs上进行的实验验证了所提出的控制设计方法的有效性,无论在瞬态还是稳态性能上都优于传统设计的PI控制器。
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引用次数: 0
MILP Framework for V2G Optimization With Battery Degradation and Price Arbitrage in Scheduled Fleets 考虑电池退化和价格套利的计划车队V2G优化的MILP框架
IF 4.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-23 DOI: 10.1109/OJIES.2025.3613601
Daniele Martini;Michela Longo;Luca Daniel
The scope of this article is to assess the economic viability of bidirectional charging strategies for scheduled electric bus fleets, focusing on their potential to reduce operational costs under real-world market conditions. This article presents a comprehensive and production-ready optimization framework for vehicle-to-grid integration, addressing day-ahead pricing, battery degradation, and grid constraints through a mixed-integer linear programming formulation. Unlike existing approaches that often rely on aggregated vehicle behavior, our framework preserves the full topology of the charging station, maintaining vehicle-level granularity. This enables precise evaluation of both marginal costs and savings, enhancing the model’s practical relevance and deployment potential. Results from real-world fleet schedules and Italian market data show that both controlled charging and vehicle-to-grid achieve substantially lower costs than uncontrolled charging, with savings exceeding 35% in current scenarios. However, the cost gap between vehicle-to-grid and controlled charging remains narrow. These findings indicate that as battery pack prices continue to decline and energy markets evolve, vehicle-to-grid will become increasingly favorable for scheduled fleets.
本文的范围是评估定期电动公交车队双向充电策略的经济可行性,重点关注它们在现实市场条件下降低运营成本的潜力。本文通过混合整数线性规划公式提出了一个全面的、可生产的车辆与电网集成优化框架,解决了日前定价、电池退化和电网约束问题。与现有依赖于聚合车辆行为的方法不同,我们的框架保留了充电站的完整拓扑结构,保持了车辆级别的粒度。这使得边际成本和节约的精确评估成为可能,增强了模型的实用性和部署潜力。来自实际车队计划和意大利市场数据的结果表明,与不受控制的充电相比,控制充电和车辆到电网的成本都要低得多,在目前的情况下,节省的成本超过35%。然而,车辆到电网和控制充电之间的成本差距仍然很小。这些发现表明,随着电池组价格的持续下降和能源市场的发展,车辆到电网将越来越有利于定期车队。
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引用次数: 0
Vibration Suppression of Robotic Manipulators: A Review 机械臂振动抑制研究进展
IF 4.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-17 DOI: 10.1109/OJIES.2025.3610876
Dong Xu;Guanda Yang;Heyang Feng;Xinnuo Wang;Yupeng Liu
With the increasing adoption of robotic manipulators in precision manufacturing and automation, the demand for high efficiency and accuracy has grown significantly. However, these systems often face persistent vibration issues due to their lightweight and flexible structures, which compromise performance. Although there are various studies related to vibration suppression, a comprehensive review of this topic remains absent. This article aims to fill that gap by categorizing recent advances in vibration suppression into passive approaches that use vibration isolators and active approaches that employ closed-loop control systems. Through a critical evaluation of the strengths and limitations of each approach, this review highlights key challenges and emerging trends in the field, offering valuable insights for future research aimed at improving the efficiency and precision of robotic manipulators.
随着机器人在精密制造和自动化领域的应用越来越广泛,人们对机器人的效率和精度的要求也越来越高。然而,由于这些系统的轻量化和柔性结构,它们经常面临持续的振动问题,从而影响了性能。尽管有各种与振动抑制相关的研究,但对这一主题的全面回顾仍然缺乏。本文旨在通过将振动抑制的最新进展分类为使用隔振器的被动方法和采用闭环控制系统的主动方法来填补这一空白。通过对每种方法的优势和局限性的批判性评估,本综述突出了该领域的主要挑战和新兴趋势,为旨在提高机器人操纵器的效率和精度的未来研究提供了有价值的见解。
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引用次数: 0
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IEEE Open Journal of the Industrial Electronics Society
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